SOTAVerified

Segmentation

Papers

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Showing 5551–5600 of 13072 papers

TitleStatusHype
ROSS: Radar Off-road Semantic Segmentation—0
Inter-Scale Dependency Modeling for Skin Lesion Segmentation with Transformer-based Networks—0
Deep Learning Techniques for Video Instance Segmentation: A Survey—0
2D-3D Interlaced Transformer for Point Cloud Segmentation with Scene-Level Supervision—0
Weakly-Supervised Semantic Segmentation with Image-Level Labels: from Traditional Models to Foundation ModelsCode0
TRUSTED: The Paired 3D Transabdominal Ultrasound and CT Human Data for Kidney Segmentation and Registration Research—0
Understanding Video Transformers for Segmentation: A Survey of Application and Interpretability—0
SegmATRon: Embodied Adaptive Semantic Segmentation for Indoor EnvironmentCode0
Multi Task Consistency Guided Source-Free Test-Time Domain Adaptation Medical Image Segmentation—0
Improving Long Document Topic Segmentation Models With Enhanced Coherence Modeling—0
Panoptic Out-of-Distribution Segmentation—0
VQ-NeRF: Neural Reflectance Decomposition and Editing with Vector Quantization—0
Long-form Simultaneous Speech Translation: Thesis Proposal—0
High-Resolution Building and Road Detection from Sentinel-2—0
NICE: Improving Panoptic Narrative Detection and Segmentation with Cascading Collaborative LearningCode0
Co-Learning Semantic-aware Unsupervised Segmentation for Pathological Image RegistrationCode0
A Multi-Scale Spatial Transformer U-Net for Simultaneously Automatic Reorientation and Segmentation of 3D Nuclear Cardiac Images—0
NeuroQuantify -- An Image Analysis Software for Detection and Quantification of Neurons and Neurites using Deep LearningCode0
Loci-Segmented: Improving Scene Segmentation LearningCode0
Assessing Encoder-Decoder Architectures for Robust Coronary Artery Segmentation—0
Evaluation and improvement of Segment Anything Model for interactive histopathology image segmentationCode0
SeUNet-Trans: A Simple yet Effective UNet-Transformer Model for Medical Image Segmentation—0
Pedestrian Accessible Infrastructure Inventory: Assessing Zero-Shot Segmentation on Multi-Mode Geospatial Data for All Pedestrian Types—0
Image Augmentation with Controlled Diffusion for Weakly-Supervised Semantic Segmentation—0
UCM-Net: A Lightweight and Efficient Solution for Skin Lesion Segmentation using MLP and CNNCode0
Ultrasound Image Segmentation of Thyroid Nodule via Latent Semantic Feature Co-Registration—0
Vision Transformers increase efficiency of 3D cardiac CT multi-label segmentationCode0
Learning to Adapt SAM for Segmenting Cross-domain Point Clouds—0
Re-initialization-free Level Set Method via Molecular Beam Epitaxy Equation Regularization for Image Segmentation—0
Timestamp-supervised Wearable-based Activity Segmentation and Recognition with Contrastive Learning and Order-Preserving Optimal Transport—0
Volumetric Medical Image Segmentation via Scribble Annotations and Shape Priors—0
RT-SRTS: Angle-Agnostic Real-Time Simultaneous 3D Reconstruction and Tumor Segmentation from Single X-Ray ProjectionCode0
Image2PCI -- A Multitask Learning Framework for Estimating Pavement Condition Indices Directly from ImagesCode0
Fine-Grained Annotation for Face Anti-Spoofing—0
S4C: Self-Supervised Semantic Scene Completion with Neural Fields—0
CLIP for Lightweight Semantic Segmentation—0
Multi-task Explainable Skin Lesion Classification—0
Impact of Label Types on Training SWIN Models with Overhead Imagery—0
Cross-modal Cognitive Consensus guided Audio-Visual SegmentationCode0
Hierarchical Mask2Former: Panoptic Segmentation of Crops, Weeds and LeavesCode0
From Question to Exploration: Test-Time Adaptation in Semantic Segmentation?Code0
High Accuracy and Cost-Saving Active Learning 3D WD-UNet for Airway Segmentation—0
Hierarchical Side-Tuning for Vision Transformers—0
M3FPolypSegNet: Segmentation Network with Multi-frequency Feature Fusion for Polyp Localization in Colonoscopy Images—0
RetSeg: Retention-based Colorectal Polyps Segmentation Network—0
CAMEL2: Enhancing weakly supervised learning for histopathology images by incorporating the significance ratioCode0
Enhancing Prostate Cancer Diagnosis with Deep Learning: A Study using mpMRI Segmentation and Classification—0
Empirical Evaluation of the Segment Anything Model (SAM) for Brain Tumor Segmentation—0
Cross-Task Data Augmentation by Pseudo-label Generation for Region Based Coronary Artery Instance Segmentation—0
Structure-Preserving Instance Segmentation via Skeleton-Aware Distance Transform—0
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All datasetsSA-1B.MFSDMMFloodSimGas

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1unSAM+ (Semi-supervised)Average Precision42.8—Unverified
2SAMAverage Precision38.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HNN10%20—Unverified
#ModelMetricClaimedVerifiedStatus
1ABANetF1 Score96.82—Unverified
#ModelMetricClaimedVerifiedStatus
1ResNet50 + DeepLabV3+F1 score0.77—Unverified
#ModelMetricClaimedVerifiedStatus
1LangGasIoU0.69—Unverified